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Data Infrastructure Specialist
2 weeks ago
We're seeking a seasoned data infrastructure specialist to build scalable systems for AI research.
Key Responsibilities:- Design and implement high-performance data pipelines for processing large-scale datasets with an emphasis on reliability and reproducibility
- Collaborate with researchers to translate their requirements into production-grade systems for AI experimentation
- Optimize resource utilization across distributed computing infrastructure through profiling, benchmarking, and systems-level improvements
- Implement low-latency high-throughput sampling for models
- Experience building and maintaining data pipelines and ETL systems at scale
- Knowledge of large-scale ML infrastructure and familiarity with training and inference workflows
- Strong understanding of best practices in data management and processing
- Proficiency in software engineering in Python
- Understanding of AI/ML workloads, including data preprocessing, feature engineering, and model evaluation
This is an opportunity to shape the future of AI by enabling research at scale, accelerating experimentation, and unlocking new opportunities.
We're committed to innovation and collaboration, and as a data infrastructure specialist, you'll play a critical role in driving our success.